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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 36 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.42KID

1

Feb 26, 2026

12.1KID

1

Feb 26, 2026

Learned representation-guided diffusion models

9.74Vanilla FID

1

Feb 26, 2026

Learned representation-guided diffusion models

11.5FID

1

Feb 26, 2026

Learned representation-guided diffusion models

6.78FID

1

Feb 26, 2026

Learned representation-guided diffusion models

6.98Vanilla FID

1

Feb 26, 2026

BINARIZED MNIST standard (test)

0.02FID

1

Feb 26, 2026

CelebAHQ 256x256

3.25FID

1

Feb 26, 2026

CelebA-HQ 256x256 (val)

5.11FID

1

Feb 26, 2026

Source Domain (test)

Source Baseline

42.58FID

1

Feb 26, 2026

0.447F8 Score

1

Feb 26, 2026

68.5F8 Score

1

Feb 26, 2026

97.4F8

1

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Image Generation Open-ended (test)

—

—Primary metric

0

Feb 26, 2026

Image Generation Close-ended (test)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

ImageNet 2012 (val)

—

—Primary metric

0

Feb 26, 2026

Breast Ultrasound clinical (5-fold cross-validation)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

STL-10 (unlabeled)

—

—Primary metric

0

Feb 26, 2026

CIFAR-10 (unsupervised)

—

—Primary metric

0

Feb 26, 2026

Page 36 of 36

Popular datasets

ImageNet CIFAR FFHQ LSUN CelebA

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